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MCP Servers

Enhanced MCP server for interactive user feedback and command execution in AI-assisted development, featuring dual interface support (Web UI and Desktop Application) with intelligent environment...

A list of awesome MCP Gateway Products. Open a pull request to contribute.

OpenAPI-MCP is a dockerized MCP server that reads a swagger.json or openapi.yaml file and generates a corresponding Model Context Protocol (MCP) toolset.

![Release][release] ![Build status][ci] ![Coverage Status][coverage] ![License: Apache 2.0][license] ![Discord][discord]

A high-performance Model Context Protocol (MCP) server for Trino implemented in Go. This project enables AI assistants to seamlessly interact with Trino's distributed SQL query engine through...

Powerful MCP server for Termux — let AI agents run shell commands on your Android device in real time.

A template for building MCP servers. Clone it, strip what you don't need, wire your API client, define tools. It's designed to be readable and easy to build on.

LYRAI is a Model Context Protocol (MCP) operating system for multi-AI AGENTs designed to extend the functionality of AI applications (such as Claude Desktop and Cursor) by enabling them to interact...

RagCode is a that instantly makes your project . It enables AI assistants like , , , and to understand your entire codebase through , bridging the gap between your code and Large Language Models...

MCP Snitch is a macOS application that intercepts and monitors MCP server communications, providing security analysis, access control, and audit logging for AI tool usage.

TSGram MCP connects Claude Code sessions to Telegram using TS/Node/Docker/cli-utils, enabling AI-powered code assistance directly in your Telegram chats.

A Model Context Protocol (MCP) server that provides access to YouTrack functionality.
Agent Skills

EvoSkill: Automated Skill Discovery for Coding Agents

Agent skill that audits vibe-coded apps for common security vulnerabilities introduced by AI coding assistants

The MATLAB Agentic Toolkit brings trusted MATLAB capabilities to AI agents, making engineering and scientific workflows agent-ready.

zvm (Zig Version Manager) lets you easily install/upgrade between different versions of Zig.

The autonomous research agent that beats Claude Code and Codex by 2.5× on the same compute budget

A Codex skill that turns a startup URL or product idea into a qualified shortlist of potential first customers using recent public pain, demand, and timing signals.

为纯文本模型"看图“设计更好的视觉工具箱和技能,支持多图理解,图片问答,前端UI还原、GUI 自动化等,并可选无缝接入多个主流agent,直接识别粘贴图片| A vision toolkit and skill designed for text-only llms — image Q&A, long-screenshot OCR, frontend UI restoration, and...

Reactive MobX Form State Management

Codex Skill for producing authorized digital-human talking-head videos with MiniMax overseas voice cloning and HeyGen Image-to-Video.

AI-powered design review for KiCad. Analyzes schematics, PCB layouts, and Gerbers. Catches real bugs before you order boards.

Blossom Carousel is the first carousel library that builds on native browser scrolling instead of replacing it.

for quasi-experimental designs in Python.